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@inproceedings{DBLP:conf/ecai/BeauchampBM20,
author = {Jeremy Beauchamp and
Razvan C. Bunescu and
Cindy Marling},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {A General Neural Architecture for Carbohydrate and Bolus Recommendations
in Type 1 Diabetes Management},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {43--47},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper6.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:14 +0100},
biburl = {https://dblp.org/rec/conf/ecai/BeauchampBM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/BevanC20,
author = {Robert Bevan and
Frans Coenen},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Experiments in Non-Personalized Future Blood Glucose Level Prediction},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {100--104},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper17.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/BevanC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/BhimireddySOGP20,
author = {Ananth Reddy Bhimireddy and
Priyanshu Sinha and
Bolu Oluwalade and
Judy Wawira Gichoya and
Saptarshi Purkayastha},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Blood Glucose Level Prediction as Time-Series Modeling using Sequence-to-Sequence
Neural Networks},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {125--130},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper22.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/BhimireddySOGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/BlomqvistAS20,
author = {Eva Blomqvist and
Marjan Alirezaie and
Marina Santini},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Towards Causal Knowledge Graphs - Position Paper},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {58--62},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper9.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/BlomqvistAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/CapponMPPSFF20,
author = {Giacomo Cappon and
Lorenzo Meneghetti and
Francesco Prendin and
Jacopo Pavan and
Giovanni Sparacino and
Simone Del Favero and
Andrea Facchinetti},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {A Personalized and Interpretable Deep Learning Based Approach to Predict
Blood Glucose Concentration in Type 1 Diabetes},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {75--79},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper12.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/CapponMPPSFF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/CristeaSS20,
author = {Diana Cristea and
Christian Sacarea and
Diana{-}Florina Sotropa},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Knowledge Discovery and Visualization in Healthcare Datasets using
Formal Concept Analysis and Graph Databases},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {35--42},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper5.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/CristeaSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/DanielsHG20,
author = {John Daniels and
Pau Herrero and
Pantelis Georgiou},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Personalised Glucose Prediction via Deep Multitask Networks},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {110--114},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper19.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/DanielsHG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/FreiburghausRA20,
author = {Jonas Freiburghaus and
A{\"{\i}}cha Rizzotti{-}Kaddouri and
Fabrizio Albertetti},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {A Deep Learning Approach for Blood Glucose Prediction and Monitoring
of Type 1 Diabetes Patients},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {131--135},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper23.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/FreiburghausRA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/GereviniMOPS20,
author = {Alfonso Emilio Gerevini and
Roberto Maroldi and
Matteo Olivato and
Luca Putelli and
Ivan Serina},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray
Data through Randomized Decision Trees},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {27--34},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/GereviniMOPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/HameedK20,
author = {Hadia Hameed and
Samantha Kleinberg},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Investigating Potentials and Pitfalls of Knowledge Distillation Across
Datasets for Blood Glucose Forecasting},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {85--89},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper14.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/HameedK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/HesamianJHK20,
author = {Mohammad Hesam Hesamian and
Wenjing Jia and
Sean He and
Paul J. Kennedy},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Region Proposal Network for Lung Nodule Detection and Segmentation},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {48--52},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper7.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/HesamianJHK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/JoedickeKCWVCH20,
author = {David Joedicke and
Gabriel Kronberger and
Jos{\'{e}} Manuel Colmenar and
Stephan M. Winkler and
Jos{\'{e}} Manuel Velasco and
Sergio Contador and
Jos{\'{e}} Ignacio Hidalgo},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Analysis of the performance of Genetic Programming on the Blood Glucose
Level Prediction Challenge 2020},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {141--145},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper25.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/JoedickeKCWVCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/KhademNEB20,
author = {Heydar Khadem and
Hoda Nemat and
Jackie Elliott and
Mohammed Benaissa},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Multi-lag Stacking for Blood Glucose Level Prediction},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {146--150},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper26.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/KhademNEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/LiuZR20,
author = {Yumin Liu and
Claire Zhao and
Jonathan Rubin},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Uncertainty Quantification in Chest X-Ray Image Classification using
Bayesian Deep Neural Networks},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {19--26},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/LiuZR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/LuKM20,
author = {Yunjie Lisa Lu and
Abigail Koay and
Michael Mayo},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {In Silico Comparison of Continuous Glucose Monitor Failure Mode Strategies
for an Artificial Pancreas},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {53--57},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper8.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/LuKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/MaZWYWTYL20,
author = {Ning Ma and
Yuhang Zhao and
Shuang Wen and
Tao Yang and
Ruikun Wu and
Rui Tao and
Xia Yu and
Hongru Li},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Online Blood Glucose Prediction Using Autoregressive Moving Average
Model with Residual Compensation Network},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {151--155},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper27.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/MaZWYWTYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/MarlingB20,
author = {Cindy Marling and
Razvan C. Bunescu},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {The OhioT1DM Dataset for Blood Glucose Level Prediction: Update 2020},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {71--74},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper11.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/MarlingB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/MayoK20,
author = {Michael Mayo and
Tomas Koutny},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Neural Multi-class Classification Approach to Blood Glucose Level
Forecasting with Prediction Uncertainty Visualisation},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {80--84},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper13.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/MayoK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/McShinskyM20,
author = {Richard McShinsky and
Brandon Marshall},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Comparison of Forecasting Algorithms for Type 1 Diabetic Glucose Prediction
on 30 and 60-Minute Prediction Horizons},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {12--18},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/McShinskyM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Moreno-GarciaDM20,
author = {Carlos Francisco Moreno{-}Garc{\'{\i}}a and
Truong Dang and
Kyle Martin and
Manish Patel and
Andrew Thompson and
Lesley Leishman and
Nirmalie Wiratunga},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Assessing the Clinicians' Pathway to Embed Artificial Intelligence
for Assisted Diagnostics of Fracture Detection},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {63--70},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper10.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/Moreno-GarciaDM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/NautaPTBKS20,
author = {Meike Nauta and
Michel J. A. M. van Putten and
Marleen C. Tjepkema{-}Cloostermans and
Jeroen Bos and
Maurice van Keulen and
Christin Seifert},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Interactive Explanations of Internal Representations of Neural Network
Layers: An Exploratory Study on Outcome Prediction of Comatose Patients},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {5--11},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/NautaPTBKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/NematKEB20,
author = {Hoda Nemat and
Heydar Khadem and
Jackie Elliott and
Mohammed Benaissa},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Data Fusion of Activity and {CGM} for Predicting Blood Glucose Levels},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {120--124},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper21.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/NematKEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/PavanPMCSFF20,
author = {Jacopo Pavan and
Francesco Prendin and
Lorenzo Meneghetti and
Giacomo Cappon and
Giovanni Sparacino and
Andrea Facchinetti and
Simone Del Favero},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Personalized Machine Learning Algorithm based on Shallow Network and
Error Imputation Module for an Improved Blood Glucose Prediction},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {95--99},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper16.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/PavanPMCSFF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Rubin-FalconeFW20,
author = {Harry Rubin{-}Falcone and
Ian Fox and
Jenna Wiens},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Deep Residual Time-Series Forecasting: Application to Blood Glucose
Prediction},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {105--109},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper18.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/Rubin-FalconeFW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/SunRSHBASC20,
author = {Xiaoyu Sun and
Mudassir M. Rashid and
Mert Sevil and
Nicole Hobbs and
Rachel Brandt and
Mohammad{-}Reza Askari and
Andrew Shahidehpour and
Ali Cinar},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Prediction of Blood Glucose Levels for People with Type 1 Diabetes
using Latent-Variable-based Model},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {115--119},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper20.pdf},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/SunRSHBASC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/YangWTWMZYL20,
author = {Tao Yang and
Ruikun Wu and
Rui Tao and
Shuang Wen and
Ning Ma and
Yuhang Zhao and
Xia Yu and
Hongru Li},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Multi-Scale Long Short-Term Memory Network with Multi-Lag Structure
for Blood Glucose Prediction},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {136--140},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper24.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/YangWTWMZYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/ZhuYLHG20,
author = {Taiyu Zhu and
Xi Yao and
Kezhi Li and
Pau Herrero and
Pantelis Georgiou},
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Blood Glucose Prediction for Type 1 Diabetes Using Generative Adversarial
Networks},
booktitle = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
pages = {90--94},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675/paper15.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/ZhuYLHG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecai/2020kdh,
editor = {Kerstin Bach and
Razvan C. Bunescu and
Cindy Marling and
Nirmalie Wiratunga},
title = {Proceedings of the 5th International Workshop on Knowledge Discovery
in Healthcare Data co-located with 24th European Conference on Artificial
Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain {\&}
Virtually, August 29-30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2675},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2675},
urn = {urn:nbn:de:0074-2675-4},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/2020kdh.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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